I am using C# code to launch an emulator (Memu) and open an application using ADB. I need to find a reliable way to recognize buttons on the screen to perform actions and decision-making.

So far, I’ve tried the following methods:

OpenCV: I used OpenCV to match a screenshot and a template of the button. However, this method doesn’t seem reliable enough. I experimented with different threshold values (0.5-0.8), but the results were inconsistent. OpenCV finds the wrong button or doesn’t find it at all.

Tesseract: I found out about Tesseract for text recognition but haven’t tried it yet. The limitation here is that not every button has text, so it might not be a comprehensive solution.

My Question:
Is there any other efficient way to recognize elements (especially buttons) on the screen in an emulator using C#?